首页    期刊浏览 2024年07月05日 星期五
登录注册

文章基本信息

  • 标题:Diversity of individual mobility patterns and emergence of aggregated scaling laws
  • 本地全文:下载
  • 作者:Xiao-Yong Yan ; Xiao-Pu Han ; Bing-Hong Wang
  • 期刊名称:Scientific Reports
  • 电子版ISSN:2045-2322
  • 出版年度:2013
  • 卷号:3
  • DOI:10.1038/srep02678
  • 出版社:Springer Nature
  • 摘要:Uncovering human mobility patterns is of fundamental importance to the understanding of epidemic spreading, urban transportation and other socioeconomic dynamics embodying spatiality and human travel. According to the direct travel diaries of volunteers, we show the absence of scaling properties in the displacement distribution at the individual level,while the aggregated displacement distribution follows a power law with an exponential cutoff. Given the constraint on total travelling cost, this aggregated scaling law can be analytically predicted by the mixture nature of human travel under the principle of maximum entropy. A direct corollary of such theory is that the displacement distribution of a single mode of transportation should follow an exponential law, which also gets supportive evidences in known data. We thus conclude that the travelling cost shapes the displacement distribution at the aggregated level.
国家哲学社会科学文献中心版权所有